{"id":45779,"date":"2025-03-25T05:28:41","date_gmt":"2025-03-25T05:28:41","guid":{"rendered":"https:\/\/www.carmatec.com\/?page_id=45779"},"modified":"2026-06-23T13:06:57","modified_gmt":"2026-06-23T13:06:57","slug":"langchain-kehityspalvelut","status":"publish","type":"page","link":"https:\/\/www.carmatec.com\/fi\/langchain-development-services\/","title":{"rendered":"LangChain-kehityspalvelut"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"45779\" class=\"elementor elementor-45779\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f81ad03 e-flex e-con-boxed e-con e-parent\" data-id=\"f81ad03\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;waves&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M421.9,6.5c22.6-2.5,51.5,0.4,75.5,5.3c23.6,4.9,70.9,23.5,100.5,35.7c75.8,32.2,133.7,44.5,192.6,49.7\tc23.6,2.1,48.7,3.5,103.4-2.5c54.7-6,106.2-25.6,106.2-25.6V0H0v30.3c0,0,72,32.6,158.4,30.5c39.2-0.7,92.8-6.7,134-22.4\tc21.2-8.1,52.2-18.2,79.7-24.2C399.3,7.9,411.6,7.5,421.9,6.5z\"\/>\n<\/svg>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6499aa42 e-con-full e-flex e-con e-child\" data-id=\"6499aa42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19f341f9 elementor-widget elementor-widget-heading\" data-id=\"19f341f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">LangChain-kehityspalvelut<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82281dd elementor-widget elementor-widget-heading\" data-id=\"82281dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Carmatecin LangChain-kehityspalvelut auttavat yrityksi\u00e4 rakentamaan teko\u00e4lypohjaisia sovelluksia, joissa yhdistyv\u00e4t saumaton automaatio ja \u00e4lykkyys.\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2fd78db9 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"2fd78db9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7edcca3a e-flex e-con-boxed e-con e-parent\" data-id=\"7edcca3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-48b4a847 e-con-full e-flex e-con e-child\" data-id=\"48b4a847\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55faff71 why_kafke_sec elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"55faff71\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">LangChain-kehitys<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-418fa958 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"418fa958\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">LangChain, edistyksellinen kehys LLM-pohjaisille sovelluksille, antaa meille mahdollisuuden luoda r\u00e4\u00e4t\u00e4l\u00f6ityj\u00e4 ratkaisuja, jotka parantavat tehokkuutta, tehostavat asiakaskokemusta ja avaavat uusia kasvumahdollisuuksia eri toimialoilla. Osoitteessa<\/span><a href=\"https:\/\/www.carmatec.com\/fi\/\"> <b>Carmatec<\/b><\/a><span style=\"font-weight: 400;\">, olemme digitaalisen muutoksen edell\u00e4k\u00e4vij\u00f6it\u00e4, jotka tarjoavat innovatiivisia teko\u00e4lyratkaisuja yrityksille ymp\u00e4ri maailmaa. Meid\u00e4n <\/span><b>LangChain-kehityspalvelut<\/b><span style=\"font-weight: 400;\"> auttaa organisaatioita hy\u00f6dynt\u00e4m\u00e4\u00e4n suurten kielimallien (LLM) potentiaalia ja kehitt\u00e4m\u00e4\u00e4n \u00e4lykk\u00e4it\u00e4, skaalautuvia sovelluksia. Carmatecilla on yli kahden vuosikymmenen kokemus ohjelmistokehityksest\u00e4 ja todistettu osaaminen teko\u00e4lyinnovaatioiden alalla, mink\u00e4 ansiosta se on luotettava kumppanisi LangChainin hy\u00f6dynt\u00e4misess\u00e4 mitattavien liiketoimintatulosten saavuttamiseksi.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-585f58b9 e-con-full e-flex e-con e-child\" data-id=\"585f58b9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-462d1f96 elementor-widget elementor-widget-image\" data-id=\"462d1f96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"525\" height=\"350\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/most-trusted.png\" class=\"attachment-large size-large wp-image-40057\" alt=\"\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/most-trusted.png 525w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/most-trusted-300x200.png 300w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/most-trusted-18x12.png 18w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/most-trusted-400x267.png 400w\" sizes=\"(max-width: 525px) 100vw, 525px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f1b241d e-flex e-con-boxed e-con e-parent\" data-id=\"6f1b241d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6375a376 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"6375a376\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tarjoamamme LangChain-kehityspalvelut\n<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-47faab3e e-con-full e-flex e-con e-child\" data-id=\"47faab3e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-131dd415 e-con-full e-flex e-con e-child\" data-id=\"131dd415\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2660ea30 elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"2660ea30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"\/fi\/mobiilisovellusten-kehitysyhtio\/android-sovellusten-kehittaminen\/\" tabindex=\"-1\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/upgrade.png\" class=\"attachment-full size-full wp-image-40061\" alt=\"p\u00e4ivitys\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/upgrade.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/upgrade-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/upgrade-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"\/fi\/mobiilisovellusten-kehitysyhtio\/android-sovellusten-kehittaminen\/\">R\u00e4\u00e4t\u00e4l\u00f6ityjen LangChain-sovellusten kehitt\u00e4minen<\/a><\/h3><p class=\"elementor-image-box-description\">LangChain-alustaa hy\u00f6dynt\u00e4v\u00e4t r\u00e4\u00e4t\u00e4l\u00f6idyt teko\u00e4lypohjaiset sovellukset eri toimialoille.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-363ca5db e-con-full e-flex e-con e-child\" data-id=\"363ca5db\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a9eb472 elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"7a9eb472\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"\/fi\/ai-copilot-kehitysyhtio\/\" tabindex=\"-1\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/generative-ai.png\" class=\"attachment-full size-full wp-image-40066\" alt=\"generative-ai\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/generative-ai.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/generative-ai-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/generative-ai-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"\/fi\/ai-copilot-kehitysyhtio\/\">Teko\u00e4lypohjaisten chatbottien kehitt\u00e4minen<\/a><\/h3><p class=\"elementor-image-box-description\">Luo \u00e4lykk\u00e4it\u00e4, kontekstia ymm\u00e4rt\u00e4vi\u00e4 chatbotteja, jotka on integroitu LangChainiin.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9660a e-con-full e-flex e-con e-child\" data-id=\"9660a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1d923392 e-con-full e-flex e-con e-child\" data-id=\"1d923392\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a80694e elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"6a80694e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"\/fi\/yrityspilviratkaisut\/\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/model-integration.png\" class=\"attachment-full size-full wp-image-40068\" alt=\"malli-integraatio\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/model-integration.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/model-integration-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/model-integration-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"\/fi\/yrityspilviratkaisut\/\">Tietopohjaiset teko\u00e4lyratkaisut<\/a><\/h3><p class=\"elementor-image-box-description\">Kehitet\u00e4\u00e4n teko\u00e4lyratkaisuja, jotka k\u00e4sittelev\u00e4t j\u00e4senneltyj\u00e4 ja j\u00e4sent\u00e4m\u00e4tt\u00f6mi\u00e4 tietoja ja tuottavat niist\u00e4 tietoa.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3367ba24 e-con-full e-flex e-con e-child\" data-id=\"3367ba24\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a8a7119 elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"2a8a7119\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"\/fi\/ai-agentti-kehitysyhtio\/\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/healthcare.png\" class=\"attachment-full size-full wp-image-40067\" alt=\"terveydenhuolto\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/healthcare.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/healthcare-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/healthcare-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"\/fi\/ai-agentti-kehitysyhtio\/\">LangChainin integrointi suurten kielimallien (LLM) kanssa<\/a><\/h3><p class=\"elementor-image-box-description\">LangChainin saumaton integrointi suurten kielimallien, kuten GPT-4:n, BERT:n ja muiden, kanssa.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1b10d8e e-con-full e-flex e-con e-child\" data-id=\"1b10d8e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-74363051 e-con-full e-flex e-con e-child\" data-id=\"74363051\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-39b1964 elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"39b1964\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"\/fi\/yritystason-tekoalyn-kehitysyritys\/\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/end-to-end.png\" class=\"attachment-full size-full wp-image-40064\" alt=\"end-to-end\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/end-to-end.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/end-to-end-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/end-to-end-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"\/fi\/yritystason-tekoalyn-kehitysyritys\/\">Teko\u00e4lyn avulla toteutettu ty\u00f6nkulun automatisointi<\/a><\/h3><p class=\"elementor-image-box-description\">Liiketoimintaprosessien automatisointi LangChainin ja teko\u00e4lymallien avulla.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4303865d e-con-full e-flex e-con e-child\" data-id=\"4303865d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-650c7b5f elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"650c7b5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"\/fi\/taustakehityspalvelut\/\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/chatgpt.png\" class=\"attachment-full size-full wp-image-40062\" alt=\"chatgpt\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/chatgpt.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/chatgpt-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/chatgpt-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"\/fi\/taustakehityspalvelut\/\">LangChain-sovellusliittym\u00e4n kehitt\u00e4minen ja integrointi<\/a><\/h3><p class=\"elementor-image-box-description\">LangChain-sovellusliittymien kehitt\u00e4minen ja integrointi teko\u00e4lyominaisuuksien parantamiseksi.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-42698f45 e-flex e-con-boxed e-con e-parent\" data-id=\"42698f45\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-540501d3 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"540501d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">LangChain-kehitysprosessimme<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bfa8a6 elementor-widget elementor-widget-image\" data-id=\"5bfa8a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1936\" height=\"1069\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Our-LangChain-Development-Process-New.png\" class=\"attachment-full size-full wp-image-45797\" alt=\"LangChain-kehitysprosessimme\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Our-LangChain-Development-Process-New.png 1936w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Our-LangChain-Development-Process-New-300x166.png 300w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Our-LangChain-Development-Process-New-1024x565.png 1024w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Our-LangChain-Development-Process-New-768x424.png 768w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Our-LangChain-Development-Process-New-1536x848.png 1536w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Our-LangChain-Development-Process-New-18x10.png 18w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Our-LangChain-Development-Process-New-400x221.png 400w\" sizes=\"(max-width: 1936px) 100vw, 1936px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-10d3fb8 e-flex e-con-boxed e-con e-parent\" data-id=\"10d3fb8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0982520 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"0982520\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Miksi valita Carmatec LangChain-kehityskumppaniksi?<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-776b9ad e-con-full e-flex e-con e-child\" data-id=\"776b9ad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f4527b1 e-con-full e-flex e-con e-child\" data-id=\"f4527b1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b00fc66 elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"b00fc66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement.png\" class=\"attachment-full size-full wp-image-40072\" alt=\"vaatimus\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Teko\u00e4ly ja digitaalinen muutos \u2013 asiantuntemus<\/h3><p class=\"elementor-image-box-description\">Palkittuna digitaalisen muutoksen edell\u00e4k\u00e4vij\u00e4n\u00e4 integroimme teko\u00e4lyn saumattomasti liiketoimintaprosesseihinne.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f612516 e-con-full e-flex e-con e-child\" data-id=\"f612516\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70c89a6 elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"70c89a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla.png\" class=\"attachment-full size-full wp-image-40073\" alt=\"research-pla\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">R\u00e4\u00e4t\u00e4l\u00f6idyt LangChain-ratkaisut<\/h3><p class=\"elementor-image-box-description\">Suunnittelemme ja kehit\u00e4mme r\u00e4\u00e4t\u00e4l\u00f6ityj\u00e4 sovelluksia, jotka on sovitettu juuri teid\u00e4n toimialanne ja toimintanne tarpeisiin.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-30fd656 e-con-full e-flex e-con e-child\" data-id=\"30fd656\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-dfc4f53 e-con-full e-flex e-con e-child\" data-id=\"dfc4f53\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb14004 elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"cb14004\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/data-prepa.png\" class=\"attachment-full size-full wp-image-40082\" alt=\"data-prepa\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/data-prepa.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/data-prepa-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/data-prepa-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">End-to-End-tuki<\/h3><p class=\"elementor-image-box-description\">Tarjoamme kattavia palveluita strategiasta k\u00e4ytt\u00f6\u00f6nottoon, mukaan lukien konsultointi, kehitt\u00e4minen ja jatkuva optimointi.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eaa4b9f e-con-full e-flex e-con e-child\" data-id=\"eaa4b9f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c0e0a9 elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"6c0e0a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/model-develop.png\" class=\"attachment-full size-full wp-image-40087\" alt=\"\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/model-develop.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/model-develop-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/model-develop-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Alalla todistettu menestys<\/h3><p class=\"elementor-image-box-description\">Olemme toteuttaneet menestyksekk\u00e4it\u00e4 projekteja muun muassa BFSI-alalla, koulutusalalla ja verkkokaupassa, mink\u00e4 ansiosta tuomme jokaiseen toimeksiantoon syv\u00e4llist\u00e4 toimialatuntemusta.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-376ac40 e-flex e-con-boxed e-con e-parent\" data-id=\"376ac40\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a89ead elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"1a89ead\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">LangChainin toimialakohtaiset k\u00e4ytt\u00f6tapaukset<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-512f32f elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"512f32f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">LangChainin joustavuus tekee siit\u00e4 mullistavan ratkaisun monilla eri toimialoilla. T\u00e4ss\u00e4 on muutamia tyypillisi\u00e4 k\u00e4ytt\u00f6tapauksia, joissa Carmatecin LangChain-kehityspalvelut voivat uudistaa liiketoimintaasi:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8f1e158 e-con-full e-flex e-con e-child\" data-id=\"8f1e158\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8b20baa e-con-full e-flex e-con e-child\" data-id=\"8b20baa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bd12a77 elementor-vertical-align-middle elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"bd12a77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Logistiikka ja toimitusketju<\/h3><p class=\"elementor-image-box-description\"><ul>\n<li><strong>Automatisoidut tietojen analyysit:<\/strong> Anna muille kuin teknisille tiimeille mahdollisuus hakea logistiikkatietoja luonnollisella kielell\u00e4, jotta p\u00e4\u00e4t\u00f6ksenteko nopeutuu.<\/li>\n<li><strong>Ty\u00f6nkulun optimointi:<\/strong> Hy\u00f6dynn\u00e4 LangGraphia monimutkaisten toimitusketjuprosessien automatisointiin ja tehostamiseen.<\/li>\n<\/ul><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b712d10 e-con-full e-flex e-con e-child\" data-id=\"b712d10\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c836a38 elementor-vertical-align-middle elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"c836a38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Terveydenhuolto<\/h3><p class=\"elementor-image-box-description\"><ul>\n<li><strong>Potilaiden vastaanoton automatisointi:<\/strong> Ota k\u00e4ytt\u00f6\u00f6n teko\u00e4lypohjaisia chatbotteja potilaiden tiedustelujen k\u00e4sittelyyn ja potilaiden vastaanottoprosessien tehostamiseen.<\/li>\n<li><strong>Asiakirjojen tiivistelm\u00e4:<\/strong> Ota sekunneissa esiin keskeisi\u00e4 havaintoja potilaskertomuksista, tutkimusartikkeleista ja oikeudellisista asiakirjoista.<\/li>\n<\/ul><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8e7dd7e e-con-full e-flex e-con e-child\" data-id=\"8e7dd7e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9bc1ffb e-con-full e-flex e-con e-child\" data-id=\"9bc1ffb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99e2071 elementor-vertical-align-middle elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"99e2071\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">S\u00e4hk\u00f6inen kaupank\u00e4ynti<\/h3><p class=\"elementor-image-box-description\"><ul>\n<li><strong>Parannettu tuoteluokittelu:<\/strong> Paranna luokittelun tarkkuutta hienos\u00e4\u00e4detyill\u00e4 suurilla kielimalleilla (LLM), mik\u00e4 parantaa hakutoimintojen tehokkuutta ja asiakastyytyv\u00e4isyytt\u00e4.<\/li>\n<li><strong>Asiakastuen automatisointi:<\/strong> Ota k\u00e4ytt\u00f6\u00f6n teko\u00e4lyagentteja rutiinikyselyiden k\u00e4sittelyyn, jolloin tukikustannukset pienenev\u00e4t ja vastausajat lyhenev\u00e4t.<\/li>\n<\/ul><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d16911 e-con-full e-flex e-con e-child\" data-id=\"8d16911\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4880d4b elementor-vertical-align-middle elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"4880d4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">koulutus<\/h3><p class=\"elementor-image-box-description\"><ul>\n<li><strong>Sis\u00e4ll\u00f6n yhteenveto:<\/strong> Laadi yhteenvetoja oppimateriaaleista, tutkimusraporteista ja artikkeleista opiskelijoille ja opettajille.<\/li>\n<li><strong>Vuorovaikutteiset oppimisty\u00f6kalut:<\/strong> Kehit\u00e4 teko\u00e4lypohjaisia alustoja, jotka vastaavat opiskelijoiden kysymyksiin kurssisis\u00e4ll\u00f6n perusteella.<\/li>\n<\/ul><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f140026 e-con-full e-flex e-con e-child\" data-id=\"f140026\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cb5d24e e-con-full e-flex e-con e-child\" data-id=\"cb5d24e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48ab38e elementor-vertical-align-middle elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"48ab38e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Rahoitus ja BFSI-ala<\/h3><p class=\"elementor-image-box-description\"><ul>\n<li><strong>Asiakirjojen k\u00e4sittely:<\/strong> Automatisoi tietojen poiminta tilinp\u00e4\u00e4t\u00f6ksist\u00e4 ja sopimuksista, mik\u00e4 parantaa tarkkuutta ja tehokkuutta.<\/li>\n<li><strong>Asiakaspalvelun automatisointi:<\/strong> K\u00e4yt\u00e4 teko\u00e4lyagentteja rutiinikyselyiden ratkaisemiseen, jolloin ihmisagentit voivat keskitty\u00e4 monimutkaisiin ongelmiin.<\/li>\n<\/ul><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-99ae32d e-con-full e-flex e-con e-child\" data-id=\"99ae32d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85f03cf elementor-vertical-align-middle elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"85f03cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Asiakaspalvelu<\/h3><p class=\"elementor-image-box-description\"><ul>\n<li><strong>\u00c4lyk\u00e4s lippujen reititys:<\/strong> Ohjaa tukipyynn\u00f6t automaattisesti oikeille tiimeille, mik\u00e4 lyhent\u00e4\u00e4 ongelmien ratkaisuaikoja.<\/li>\n<li><strong>Agenttien tukity\u00f6kalut:<\/strong> Tarjotaan teko\u00e4lypohjaisia apulaisohjaajia, jotka ehdottavat vastauksia ja hakevat asiaankuuluvaa tietoa tukihenkil\u00f6st\u00f6lle.<\/li>\n<\/ul><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d3217c e-flex e-con-boxed e-con e-parent\" data-id=\"7d3217c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-96609d0 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"96609d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Miksi LangChain?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae2b8a8 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"ae2b8a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">LangChain on vankka kehys, joka helpottaa suurten kielimallien (LLM) avulla toimivien sovellusten kehitt\u00e4mist\u00e4. T\u00e4rkeimpi\u00e4 etuja ovat:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d87e82 e-con-full e-flex e-con e-child\" data-id=\"5d87e82\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-72d6b30 e-con-full e-flex e-con e-child\" data-id=\"72d6b30\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49b882c elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"49b882c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement.png\" class=\"attachment-full size-full wp-image-40072\" alt=\"vaatimus\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Modulaarinen rakenne<\/h3><p class=\"elementor-image-box-description\">Sopeutuu helposti erilaisiin suurten kielimallien (LLM) j\u00e4rjestelmiin ja integroituu monenlaisiin tietol\u00e4hteisiin.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-de3185c e-con-full e-flex e-con e-child\" data-id=\"de3185c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c455e6a elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"c455e6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla.png\" class=\"attachment-full size-full wp-image-40073\" alt=\"research-pla\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Skaalautuvuus<\/h3><p class=\"elementor-image-box-description\">K\u00e4sittele monimutkaisia ty\u00f6nkulkuja ja suuria tietojoukkoja vaivattomasti.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8ff17f5 e-con-full e-flex e-con e-child\" data-id=\"8ff17f5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7f3451d e-con-full e-flex e-con e-child\" data-id=\"7f3451d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5727b34 elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"5727b34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement.png\" class=\"attachment-full size-full wp-image-40072\" alt=\"vaatimus\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/requirement-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Havaittavuus<\/h3><p class=\"elementor-image-box-description\">K\u00e4yt\u00e4 LangSmithi\u00e4 teko\u00e4lyn suorituskyvyn virheiden etsimiseen ja optimointiin.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a1ec471 e-con-full e-flex e-con e-child\" data-id=\"a1ec471\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d99d7b elementor-position-left elementor-vertical-align-middle elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"2d99d7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla.png\" class=\"attachment-full size-full wp-image-40073\" alt=\"research-pla\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla-150x150.png 150w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/02\/research-pla-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Yhteis\u00f6l\u00e4ht\u00f6inen<\/h3><p class=\"elementor-image-box-description\">Hy\u00f6dynn\u00e4 vilkasta kehitt\u00e4jien verkostoa ja jatkuvia parannuksia.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c41b84 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"0c41b84\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Me Carmatecilla hy\u00f6dynn\u00e4mme LangChainin koko potentiaalia tarjotaksemme k\u00e4yt\u00e4nn\u00f6llisi\u00e4, innovatiivisia ja skaalautuvia teko\u00e4lyratkaisuja.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12fa9477 e-flex e-con-boxed e-con e-parent\" data-id=\"12fa9477\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a3c85be elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"4a3c85be\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Aloita Carmatecin LangChain-kehityspalveluiden k\u00e4ytt\u00f6\u200b<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ac1baad elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"1ac1baad\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tOletko valmis viem\u00e4\u00e4n yrityksesi uudelle tasolle teko\u00e4lyn avulla? Olipa tavoitteenasi sitten prosessien automatisointi, asiakaskokemuksen parantaminen tai k\u00e4yt\u00e4nn\u00f6nl\u00e4heisten oivallusten saaminen, Carmatecin LangChain-kehityspalvelut ovat apunasi.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2357a40f elementor-align-center elementor-mobile-align-center elementor-invisible elementor-widget elementor-widget-button\" data-id=\"2357a40f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.carmatec.com\/fi\/ota-meihin-yhteytta\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Varaa ILMAINEN konsultaatio<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9ba19f1 e-flex e-con-boxed e-con e-parent\" data-id=\"9ba19f1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e21563c e-con-full e-flex e-con e-child\" data-id=\"e21563c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a765feb elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"a765feb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tapaustutkimus henkil\u00f6st\u00f6valinnan ja ansioluetteloiden vertailun mullistamisesta<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b50e2d e-con-full e-flex e-con e-child\" data-id=\"7b50e2d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-acbca4a e-con-full e-flex e-con e-child\" data-id=\"acbca4a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e16c628 elementor-widget elementor-widget-lae-heading\" data-id=\"e16c628\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lae-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<div class=\"lae-heading lae-style1 lae-aligncenter\" >\n\n    <h3 class=\"lae-title\">Ala<\/h3>\n\n    \n<\/div><!-- .lae-heading -->\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b88514 elementor-widget elementor-widget-text-editor\" data-id=\"8b88514\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Rekrytointi ja osaajien hankinta<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c7dc06 e-con-full e-flex e-con e-child\" data-id=\"4c7dc06\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c5e03f elementor-widget elementor-widget-lae-heading\" data-id=\"9c5e03f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lae-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<div class=\"lae-heading lae-style1 lae-aligncenter\" >\n\n    <h3 class=\"lae-title\">Hanketyyppi<\/h3>\n\n    \n<\/div><!-- .lae-heading -->\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbe4581 elementor-widget elementor-widget-text-editor\" data-id=\"dbe4581\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Teko\u00e4lypohjainen sis\u00e4inen HR-automaatioty\u00f6kalu<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b30f7b elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"5b30f7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Haaste<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-478a068 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"478a068\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Tuhansien ansioluetteloiden manuaalinen l\u00e4pik\u00e4yminen useita ty\u00f6teht\u00e4vi\u00e4 varten oli aikaa viev\u00e4 ja virhealtis prosessi. J\u00e4rjestelm\u00e4ss\u00e4 ei ollut johdonmukaisuutta hakijoiden profiilien ja ty\u00f6nkuvausten yhteensovittamisessa, mik\u00e4 johti viiv\u00e4styksiin ehdokaslistan laatimisessa, profiilien ja teht\u00e4vien v\u00e4lisiin ep\u00e4suhtaisuuksiin sek\u00e4 rekrytoijien tehokkuuden yleiseen heikkenemiseen.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cdd0b3e elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"cdd0b3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">T\u00e4rkeimm\u00e4t ominaisuudet<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-775bdbd elementor-widget elementor-widget-image\" data-id=\"775bdbd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1540\" height=\"652\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Key-Features-LangChain-Development-Service.png\" class=\"attachment-full size-full wp-image-45819\" alt=\"LangChain-kehityspalvelun t\u00e4rkeimm\u00e4t ominaisuudet\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Key-Features-LangChain-Development-Service.png 1540w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Key-Features-LangChain-Development-Service-300x127.png 300w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Key-Features-LangChain-Development-Service-1024x434.png 1024w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Key-Features-LangChain-Development-Service-768x325.png 768w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Key-Features-LangChain-Development-Service-1536x650.png 1536w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Key-Features-LangChain-Development-Service-18x8.png 18w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/03\/Key-Features-LangChain-Development-Service-400x169.png 400w\" sizes=\"(max-width: 1540px) 100vw, 1540px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0cefde4 e-con-full e-flex e-con e-child\" data-id=\"0cefde4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e2ad232 e-con-full e-flex e-con e-child\" data-id=\"e2ad232\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-527545c elementor-vertical-align-middle elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"527545c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Ratkaisu<\/h3><p class=\"elementor-image-box-description\">Kehitimme teko\u00e4lypohjaisen henkil\u00f6st\u00f6valinta- ja ansioluettelojen vertailuratkaisun hy\u00f6dynt\u00e4m\u00e4ll\u00e4 LangChain-alustaa ja luonnollisen kielen k\u00e4sittelyn (NLP) tekniikoita. Sovelluksen tarkoituksena oli:\n<br \/><br \/>\n<ul>\n<li>J\u00e4senn\u00e4 ja analysoi semanttisesti sek\u00e4 ty\u00f6nkuvaukset ett\u00e4 ansioluettelot.<\/li>\n<li>Poimi automaattisesti merkitykselliset tiedot, kuten avaintaidot, p\u00e4tevyydet, ty\u00f6kokemus ja alaosaaminen.<\/li>\n<li>Suorita ehdokkaiden ja ty\u00f6teht\u00e4vien v\u00e4linen kontekstisidonnainen yhteensovitus kehittyneiden, suurten kielimallien (LLM) pohjalta toimivien algoritmien avulla.\n<\/li>\n<li>Integroi j\u00e4rjestelm\u00e4 olemassa oleviin HRMS- ja ATS-ty\u00f6kaluihin saumattoman kokonaisvaltaisen automaation varmistamiseksi.<\/li>\n<\/ul><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bf21be1 e-con-full e-flex e-con e-child\" data-id=\"bf21be1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-51e3497 elementor-vertical-align-middle elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"51e3497\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Tulos<\/h3><p class=\"elementor-image-box-description\"><ul>\n<li><strong>70%-v\u00e4hennys<\/strong> k\u00e4sin suoritettavan seulonnan kestoa.<\/li>\n<li><strong>40%:n parannus<\/strong> ehdokkaiden ja roolien v\u00e4lisen vastaavuuden tarkkuudessa.\u00a0<\/li>\n<li>Rekrytoijien tuottavuuden parantaminen ja asiakastapausten k\u00e4sittelyn nopeuttaminen.\u00a0<\/li>\n<li>Parempi hakijakokemus nopeampien vastaus- ja palautekierrosten ansiosta.<\/li>\n<\/ul><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3017ffa e-flex e-con-boxed e-con e-parent\" data-id=\"3017ffa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bfa27ca elementor-widget elementor-widget-html\" data-id=\"bfa27ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@type\": \"Service\",\n    \"name\": \"LangChain Development Services\",\n    \"serviceType\": \"LangChain Development Services\",\n    \"url\": \"https:\\\/\\\/www.carmatec.com\\\/langchain-development-services\\\/\",\n    \"description\": \"Carmatec is a leading LangChain development company offering custom LangChain applications, AI agents, RAG systems, LLM orchestration, conversational AI solutions, workflow automation, and enterprise-grade AI applications powered by large language models.\",\n    \"areaServed\": \"Global\",\n    \"provider\": {\n        \"@type\": \"Organization\",\n        \"name\": \"Carmatec\",\n        \"url\": \"https:\\\/\\\/www.carmatec.com\"\n    }\n}<\/script>\r\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>LangChain Development Services Carmatec&#8217;s LangChain Development Services help businesses build AI-powered applications with seamless automation and intelligence. LangChain Development LangChain, a cutting-edge framework for LLM-powered applications, enables us to craft tailored solutions that drive efficiency, enhance customer experiences, and unlock new growth opportunities across industries. At Carmatec, we are pioneers in digital transformation, delivering innovative [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-45779","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.carmatec.com\/fi\/wp-json\/wp\/v2\/pages\/45779","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.carmatec.com\/fi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.carmatec.com\/fi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.carmatec.com\/fi\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/www.carmatec.com\/fi\/wp-json\/wp\/v2\/comments?post=45779"}],"version-history":[{"count":7,"href":"https:\/\/www.carmatec.com\/fi\/wp-json\/wp\/v2\/pages\/45779\/revisions"}],"predecessor-version":[{"id":54386,"href":"https:\/\/www.carmatec.com\/fi\/wp-json\/wp\/v2\/pages\/45779\/revisions\/54386"}],"wp:attachment":[{"href":"https:\/\/www.carmatec.com\/fi\/wp-json\/wp\/v2\/media?parent=45779"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}